Introduction to MATLAB Gergely Somlay Application Engineer
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1 Introduction to MATLAB Gergely Somlay Application Engineer 2012 The MathWorks, Inc. 1
2 What is MATLAB? High-level language Interactive development environment Used for: Numerical computation Data analysis and visualization Algorithm development and programming Application development and deployment 2
3 Key Industries Aerospace and Defense Automotive Biotech and Pharmaceutical Communications Education Electronics Energy and Power Production Financial Services Industrial Automation and Machinery Semiconductor 3
4 Technical Computing Workflow Access Files Explore & Discover Data Analysis & Modeling Share Reporting and Documentation Software Algorithm Development Outputs for Design Code & Applications Hardware Application Development Deployment Automate 4
5 Demo: Fuel Economy Analysis Goal: Study the relationships between fuel economy, horsepower, and type of vehicle Approach: Access data from Excel Interactively visualize and explore trends Create a model Document results 5
6 Demo: Fuel Economy Analysis Products Used MATLAB Statistics Toolbox Curve Fitting Toolbox Access Files Explore & Discover Data Analysis & Modeling Share Reporting and Documentation Software Algorithm Development Outputs for Design Code & Applications Hardware Application Development Deployment Automate 6
7 Accessing Data from MATLAB Access Explore & Discover Share Files Excel, text, or binary Audio and video, image Scientific formats and XML Applications and languages C/C++, Java, FORTRAN COM,.NET, shared libraries Databases (Database Toolbox) Measurement hardware Data acquisition hardware (Data Acquisition Toolbox) Stand-alone instruments and devices (Instrument Control Toolbox) 7
8 Data Analysis and Visualization in MATLAB Access Explore & Discover Share Built-in engineering and mathematical functions Interpolation, filtering, smoothing, Fourier analysis Extensive plotting capabilities 2-D, 3-D, and volume visualization Tools for creating custom plots 8
9 Expanding the Capabilities of MATLAB Access Explore & Discover Share MathWorks add-on tools for: Math, statistics, and optimization Control system design and analysis Signal processing and communications Image processing and computer vision Parallel computing and more Partner products provide: Additional interfaces Domain-specific analysis Support for niche applications 9
10 Sharing Results from MATLAB Access Explore & Discover Share Automatically generate reports Publish MATLAB files Customize reports using MATLAB Report Generator Package as an app Deploy applications to other environments 10
11 Packaging and Sharing MATLAB Apps MATLAB apps Interactive applications to perform technical computing tasks Displayed in apps gallery Included in many MATLAB products Package your own app Create single file for distribution and installation into gallery Packaging tool: Automatically includes all necessary files Documents required products 11
12 Deploying Applications with MATLAB Access Explore & Discover Share Give MATLAB code to other users MATLAB apps MATLAB files MATLAB Compiler Share applications with end users who do not need MATLAB MATLAB Builder EX MATLAB Builder JA MATLAB Builder NE Stand-alone executables Shared libraries.exe.dll.lib Excel Java Web.NET Software components Royalty-free distribution 13
13 Using MATLAB High-level language Native support for vector and matrix operations Built-in math and visualization functions Development environment Interactive and easy to get started Ideal for iterative exploration and design Technical computing platform Add-on products for a range of application areas (e.g., signal processing and communications, image and video processing, control systems, test and measurement) 15
14 What is Simulink? Block-diagram environment Model, simulate, and analyze multidomain systems Design, implement, and test: Control systems Signal processing systems Communications systems Other dynamic systems Platform for Model-Based Design 16
15 Simulink Key Features Graphical editor for building hierarchical block diagrams Libraries of continuous-time and discrete-time blocks Simulation engine with fixed-step and variable-step ODE solvers Scopes and data displays for viewing simulation results Project and data management tools MATLAB Function block for importing MATLAB algorithms Legacy Code Tool for importing C and C++ code into models 17
16 From MATLAB to Simulink why? Intrinsic time management simulating real-time systems Greater capabilities for fixed-point and hardware design Solid embedded code generation (C / HDL) infrastructure Dataflow-style diagram easily document and reuse Integration with Analogue / Mixed Signal models 18
17 Case study: damped oscillation 19
18 Methods Handling a system with warious methods Numeric MATLAB Symbolic Symbolic Math Toolbox Dynamic system Simulink Physical Modeling Simscape 20
19 MATLAB Environment 21
20 Symbolic Math - MuPAD 22
21 Simulink 23
22 Simscape 24
23 Integration 25
24 Integration 26
25 Engage Students with Modeling and Simulation TEACH ENABLE PREPARE Incorporate Prototype Use Communicate Expand Test Collaborate Connect Optimize Experience 27
26 Physical Modeling Key Messages For Classrooms and Labs Teach 1. Incorporate realistic and engaging examples 2. Communicate concepts using best available method 3. Connect theory to real systems Enable 4. Expand learning to adjacent disciplines 5. Prototype new designs rapidly 6. Test designs completely 7. Optimize designs Prepare 8. Use industry-standard tools 9. Collaborate with other floors 10. Experience Model-Based Design 28
27 Technical Computing Workflow Access Files Explore & Discover Data Analysis & Modeling Share Reporting and Documentation Software Algorithm Development Outputs for Design Code & Applications Hardware Application Development Deployment Automate 39
28 Further Information 40
29 Next steps Trials, license and price informations: Attila Fekete 41
30 Questions and Answers Gergely Somlay Like us on Facebook 42
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